CakeResume Talent Search

上級
On
4〜6年
6〜10年
10〜15年
15年以上
National Taiwan University
Avatar of Ryan Chen.
Avatar of Ryan Chen.
Software Engineer @CakeResume
2022 ~ 現在
Software Engineer
1ヶ月以内
systems. Spearheaded the integration of Strapi (a content management system), enhancing the team's ability to quickly produce pages and distribute content . Pioneered the integration of LLM model API services. Research Assistant, Academia Sinica 11//2020 Conducted research in deep learning-based Natural Language Processing (NLP), exploring innovative approaches in machine learning. Experimented with various training methods and models, including multi-task learning and language models such as BERT. Authored a publication titled "Detecting Deceptive Language in Crime Interrogation". Investigated Memory Networks and applied them to develop an application for detecting deceptive
React
TypeScript
JavaScript
Reputation Credits1
就職中
就職を希望していません
フルタイム / リモートワークに興味あり
10〜15年
National Taiwan University
Computer Science and Information Engineering
Avatar of the user.
Avatar of the user.
Senior iOS Developer @LINE Taiwan Limited
2020 ~ 現在
App Team Lead, Senior iOS Developer
1年以上
iOS
Objective-C
JavaScript
就職中
フルタイム / リモートワークに興味あり
4〜6年
National Taiwan University
Computer Science
Avatar of the user.
Avatar of the user.
Software Engineer @TSMC 台積電
2022 ~ 現在
Data Scientist
1ヶ月以内
Python
SQL
Kubernetes
就職中
就職を希望していません
フルタイム / リモートワークに興味なし
4〜6年
National Taiwan University
Economics
Avatar of Harry (Po-Jui) Chen.
オフライン
Avatar of Harry (Po-Jui) Chen.
オフライン
CTO @KryptoGO Co., Ltd.
2021 ~ 現在
AI Software Engineer,Deep learning Engineer
1年以内
Harry (Po-Jui) Chen An Olympiad medalist having fast learning ability and great passion for solving complex problems and learning new things, with 4+ years of experience in a software start-up as full-stack engineer, data scientist and project manager.  Full-stack Engineer, Data Scientist, Project Manager Taipei, Taiwan [email protected] Education National Taiwan University, B.S., CSIE (Computer Science and Information Engineering), SepJun 2019 Doing research and industrial projects in Shou-de Lin 's MSLab for 2 years. Research area: Attention model in NLP & Few shot object detection in Computer
Algorithm
ASP.NET
Machine Learning
就職中
就職を希望していません
フルタイム / リモートワークに興味あり
6〜10年
National Taiwan University
Computer Science and Information Engineering

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80万枚以上の履歴書を検索して、率先して求人応募者と連絡をとって採用効率を高めましょう。何百もの企業に選ばれています。

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2
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UI designer -UX
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上級プランにアップグレードして、CakeResume限定の何百万の履歴書など、すべての検索結果を閲覧しましょう。

Definition of Reputation Credits

Technical Skills
Specialized knowledge and expertise within the profession (e.g. familiar with SEO and use of related tools).
Problem-Solving
Ability to identify, analyze, and prepare solutions to problems.
Adaptability
Ability to navigate unexpected situations; and keep up with shifting priorities, projects, clients, and technology.
Communication
Ability to convey information effectively and is willing to give and receive feedback.
Time Management
Ability to prioritize tasks based on importance; and have them completed within the assigned timeline.
Teamwork
Ability to work cooperatively, communicate effectively, and anticipate each other's demands, resulting in coordinated collective action.
Leadership
Ability to coach, guide, and inspire a team to achieve a shared goal or outcome effectively.
1年以内
Cofounder & CTO
Logo of KryptoGO Co., Ltd..
KryptoGO Co., Ltd.
2021 ~ 現在
Taipei, 台灣
Professional Background
現在の状況
就職中
求人検索の進捗
就職を希望していません
Professions
Other
Fields of Employment
ソフトウェア
職務経験
6〜10年
Management
I've had experience in managing 10-15 people
スキル
Algorithm
ASP.NET
Machine Learning
Deep Learning
React Native
Flutter
Node.js
GraphQL
Python
Golang
MySQL
Blockchain
Ethereum & Solidty
JavaScript
言語
Chinese
ネイティブまたはバイリンガル
English
ビジネスレベル
Japanese
初心者
Job search preferences
希望のポジション
AI Software Engineer,Deep learning Engineer
求人タイプ
フルタイム
希望の勤務地
Taipei, 台灣
リモートワーク
リモートワークに興味あり
Freelance
はい、私はアマチュアのフリーランスです。
学歴
学校
National Taiwan University
専攻
Computer Science and Information Engineering
印刷
Qkeee9pdqzzsjmgiytag

Harry (Po-Jui) Chen

An Olympiad medalist having fast learning ability and great passion for solving complex problems and learning new things, with 4+ years of experience in a software start-up as full-stack engineer, data scientist and project manager.

Full-stack Engineer, Data Scientist, Project Manager
Taipei, Taiwan
[email protected]

Education

National Taiwan University, B.S., CSIE (Computer Science and Information Engineering), Sep 2015 - Jun 2019

  • Doing research and industrial projects in Shou-de Lin's MSLab for 2 years.
    • Research area: Attention model in NLP & Few shot object detection in Computer Vision.
  • AI Projects
    • ICU admission prediction based on patient's vital sign time series data
      • Rank 2 in the final project of SDML (Special Direction on Machine Learning) course
    • Rock formation classification and rock features (e.g. permeability) predictions for Formosa Petrochemical Corp.

Work Experience

Skysource Technologies, Taiwan, Oct 2015 - Jan 2020 & May 2020 - Present

Full-stack Engineer, Data Scientist, Project Manager, Business Development
  • Bonus System for a top travel retail company in Taiwan (billions of revenue in NTD).
    • Project lead & Full-stack development (including ETL and web service) for new features.
    • The system shortens the bonus calculation time from two weeks (2 people) to 2-3 days (1 person).
  • Track Access System for Aurizon (largest rail freight company in Australia) and Queensland Rail.
    • Project lead & Full-stack development for new features.
    • The system enables railroad field workers to safely apply for/suspend/release/transfer access to tracks for maintenance, involving complex business process and many sub-systems with high security requirement.
  • Illegal food ads detection AI for a law firm in Taiwan.
    •  Project lead and machine learning/deep learning model development/deployment.
    • The system can help food companies know which words/sentences are illegal or suspicious in their ads (e.g. involves medical efficacy), to avoid being fined after the ads is published.
  • Realtime CCTV raining detection AI for weather prediction company in Taiwan.
    • Project lead and Deep learning model development/deployment.
    • The system can notify landfill operators once it's raining near the landfill for them to do necessary process in time.
  • IC crack detection AI for a large semiconductor equipment manufacturer in Taiwan.
    • Deep learning model development
    • Use deep learning model to detect IC crack in the AOI process
  • Cross-platform sleep health management app for a healthcare startup in Taiwan
    • Project lead & Full-stack development, including cross-platform (Android & iOS) app development, bluetooth integration, CI/CD
    • The app can help users understands their sleep qualities precisely and provide customized advises
  • AOI software for probe card for a large semiconductor equipment manufacturer in Taiwan.
    • Development of algorithm and PoC software
    • The PoC software can measure several metrics and detect issues precisely and effectively on probe cards with chromatic confocal sensor
  • Business Development
    • Engage with companies from various industries to help them plan and introduce AI into their business

Hard Skills


Languages

  • C/C++: 5+ years
  • C# (.NET): 3+ years
  • Python: 5+ years
  • Javascript, HTML, CSS: 3+ years
  • Swift: <1 year
  • Dart: <1 year


Front-end

  • React.js, Next.js
  • React Native
  • Flutter (Android+iOS)


Back-end

  • Node.js, Express
  • GraphQL, Hasura
  • MSSQL, MySQL, PostgreSQL
  • SSIS, SSRS
  • Firebase


Machine Learning

  • Pytorch, Tensorflow
  • Scikit-learn
  • SVM, XGBoost, Clustering
  • Various NLP and CV deep learning models
  • Hyperparameter tuning
  • Deep learning model quantization


CI/CD

  • Jest
  • Selenium
  • Docker
  • Gitlab CI
  • Codemagic CI
  • Heroku


Others

  • Algorithm
  • TOEIC 970

Competitions

2019 TMU X MIT (Sana) Hackathon, Third Place

Use Reinforcement Learning to adjust ventilator setting to increase ARDS patients' survival rate

2018 TMU X MIT (Sana) Hackathon, Sixth Place

Predict whether a patient in ICU will have delirium based on vital sign, lab measurement and medication

2015 International Olympiad in Informatics (IOI), Gold Medal

Rank 21/322

2015 Asian Pacific Mathematical Olympiad (APMO), Silver Medal

Rank 48/299

2014 National Problem Solving Contest on Internet (NPSC), Second Place

2014 International Mathematical Olympiad (IMO), Bronze Medal

Rank 163/560

Soft Skills


Communication

  • I can provide constructive feedback when I think anything can be improved.
  • I'm humble, patient and friendly to people.


Adaptability

  • I'm curious about any new things and open-minded.
  • I'm self-motivated on working and learning.


Problem Solving

  • I'm skilled at critical thinking and logical reasoning.
  • I can analyze and solve a problem from multiple perspectives.

Resume
プロフィール
Qkeee9pdqzzsjmgiytag

Harry (Po-Jui) Chen

An Olympiad medalist having fast learning ability and great passion for solving complex problems and learning new things, with 4+ years of experience in a software start-up as full-stack engineer, data scientist and project manager.

Full-stack Engineer, Data Scientist, Project Manager
Taipei, Taiwan
[email protected]

Education

National Taiwan University, B.S., CSIE (Computer Science and Information Engineering), Sep 2015 - Jun 2019

  • Doing research and industrial projects in Shou-de Lin's MSLab for 2 years.
    • Research area: Attention model in NLP & Few shot object detection in Computer Vision.
  • AI Projects
    • ICU admission prediction based on patient's vital sign time series data
      • Rank 2 in the final project of SDML (Special Direction on Machine Learning) course
    • Rock formation classification and rock features (e.g. permeability) predictions for Formosa Petrochemical Corp.

Work Experience

Skysource Technologies, Taiwan, Oct 2015 - Jan 2020 & May 2020 - Present

Full-stack Engineer, Data Scientist, Project Manager, Business Development
  • Bonus System for a top travel retail company in Taiwan (billions of revenue in NTD).
    • Project lead & Full-stack development (including ETL and web service) for new features.
    • The system shortens the bonus calculation time from two weeks (2 people) to 2-3 days (1 person).
  • Track Access System for Aurizon (largest rail freight company in Australia) and Queensland Rail.
    • Project lead & Full-stack development for new features.
    • The system enables railroad field workers to safely apply for/suspend/release/transfer access to tracks for maintenance, involving complex business process and many sub-systems with high security requirement.
  • Illegal food ads detection AI for a law firm in Taiwan.
    •  Project lead and machine learning/deep learning model development/deployment.
    • The system can help food companies know which words/sentences are illegal or suspicious in their ads (e.g. involves medical efficacy), to avoid being fined after the ads is published.
  • Realtime CCTV raining detection AI for weather prediction company in Taiwan.
    • Project lead and Deep learning model development/deployment.
    • The system can notify landfill operators once it's raining near the landfill for them to do necessary process in time.
  • IC crack detection AI for a large semiconductor equipment manufacturer in Taiwan.
    • Deep learning model development
    • Use deep learning model to detect IC crack in the AOI process
  • Cross-platform sleep health management app for a healthcare startup in Taiwan
    • Project lead & Full-stack development, including cross-platform (Android & iOS) app development, bluetooth integration, CI/CD
    • The app can help users understands their sleep qualities precisely and provide customized advises
  • AOI software for probe card for a large semiconductor equipment manufacturer in Taiwan.
    • Development of algorithm and PoC software
    • The PoC software can measure several metrics and detect issues precisely and effectively on probe cards with chromatic confocal sensor
  • Business Development
    • Engage with companies from various industries to help them plan and introduce AI into their business

Hard Skills


Languages

  • C/C++: 5+ years
  • C# (.NET): 3+ years
  • Python: 5+ years
  • Javascript, HTML, CSS: 3+ years
  • Swift: <1 year
  • Dart: <1 year


Front-end

  • React.js, Next.js
  • React Native
  • Flutter (Android+iOS)


Back-end

  • Node.js, Express
  • GraphQL, Hasura
  • MSSQL, MySQL, PostgreSQL
  • SSIS, SSRS
  • Firebase


Machine Learning

  • Pytorch, Tensorflow
  • Scikit-learn
  • SVM, XGBoost, Clustering
  • Various NLP and CV deep learning models
  • Hyperparameter tuning
  • Deep learning model quantization


CI/CD

  • Jest
  • Selenium
  • Docker
  • Gitlab CI
  • Codemagic CI
  • Heroku


Others

  • Algorithm
  • TOEIC 970

Competitions

2019 TMU X MIT (Sana) Hackathon, Third Place

Use Reinforcement Learning to adjust ventilator setting to increase ARDS patients' survival rate

2018 TMU X MIT (Sana) Hackathon, Sixth Place

Predict whether a patient in ICU will have delirium based on vital sign, lab measurement and medication

2015 International Olympiad in Informatics (IOI), Gold Medal

Rank 21/322

2015 Asian Pacific Mathematical Olympiad (APMO), Silver Medal

Rank 48/299

2014 National Problem Solving Contest on Internet (NPSC), Second Place

2014 International Mathematical Olympiad (IMO), Bronze Medal

Rank 163/560

Soft Skills


Communication

  • I can provide constructive feedback when I think anything can be improved.
  • I'm humble, patient and friendly to people.


Adaptability

  • I'm curious about any new things and open-minded.
  • I'm self-motivated on working and learning.


Problem Solving

  • I'm skilled at critical thinking and logical reasoning.
  • I can analyze and solve a problem from multiple perspectives.